Autoencoder-Inspired Identification of LTI Systems. - Tobias Nagel; Marco F. Huber (ECC, 2021)

Kalman-Bucy-Informed Neural Network for System Identification. - Tobias Nagel; Marco F. Huber (CDC, 2022)

Identifying Ordinary Differential Equations for Data-efficient Model-based Reinforcement Learning. - Tobias Nagel; Marco F. Huber (IJCNN, 2024)

Sample-Efficient Bayesian Transfer Learning for Online Machine Parameter Optimization. - Philipp Wagner 005; Tobias Nagel; Philipp Leube; Marco F. Huber (CoRR, 2025)